Below are some suggestions on how to define your data topic and also a few strategies to help you get started with finding datasets.
To ensure a successful data search, start by defining your topic as clearly as possible. Be prepared to adapt your topic based on the availability of data, as not all topics will have readily accessible data. Some data might be proprietary, incomplete, or not available in a researcher-friendly format. If you encounter such limitations, you may need to refine your topic or explore alternative data sources.
As you refine your topic, we suggest visiting the Articles & Journals page of this guide. There, you can find articles and research papers that can help deepen your understanding of your subject.
Here are some example topics you might consider:
Search Strategy #1: Literature Search
Begin by using the Articles & Journals page of this guide to find scholarly articles and research papers related to your topic. Conducting a literature search is valuable as it provides insights into existing research and methodologies. This can help you replicate previous studies or build upon their findings. An important aspect of this search is identifying the data sources used by other researchers. Since data sources can be diverse and numerous, it’s essential to be creative with your keyword searches. Often, data sources cited in journal articles or books can save you time and effort.
Search Strategy #2: Identify Potential Producers
Consider who might collect or publish the type of data you need. Once you have identified potential organizations, visit their websites to check if they provide any data publicly. For data from government sources, refer to the Government Data Sources page of this guide. For international data, such as from the World Bank, check the Global Organizations Data Sources page. Additionally, searching for the data producer by name in the Statistical Abstract of the United States may help, even though this resource may be outdated; it can still point you to potential data producers. You'll need to seek more recent data from other sources.
Search Strategy #3: Search in a Data Repository
Although not always the most efficient method, searching data repositories can be useful, especially if they focus on your research area. For business or economic data, consider exploring the repositories listed on our Social Science Data Repositories page. These specialized repositories can be a valuable resource for locating relevant datasets.
Search Strategy #4: Cast a Wide Net
If you’re uncertain where else to search for data, try using Google Dataset Search. This tool, while still relatively new, can effectively locate datasets across numerous repositories on the web. Additionally, explore the sources listed on the Free Publicly Available Data page for more options.